The SMS solver by Tuukka Korhonen of the Constraint Reasoning and Optimization group took the second place in the exact treedepth track of PACE 2020, solving 77 instances out of 100, only one less than the winning solver. SMS is based on branching on small minimal separators of the graph. The solver is available in open source
The full results of PACE 2020 are available